iNatAg: Multi-Class Classification Models Enabled by a Large-Scale Benchmark Dataset with 4.7M Images of 2,959 Crop and Weed Species

iNatAg: Multi-Class Classification Models Enabled by a Large-Scale Benchmark Dataset with 4.7M Images of 2,959 Crop and Weed Species

25 March 2025

Papers citing "iNatAg: Multi-Class Classification Models Enabled by a Large-Scale Benchmark Dataset with 4.7M Images of 2,959 Crop and Weed Species"

11 / 11 papers shown

Title
Empirical Study of PEFT techniques for Winter Wheat Segmentation Mohamad Hasan Zahweh Hasan Nasrallah Mustafa Shukor G. Faour A. Ghandour 54 3 0 03 Oct 2023
Standardizing and Centralizing Datasets to Enable Efficient Training of Agricultural Deep Learning Models Amogh Joshi Dario Guevara Mason Earles 28 11 0 04 Aug 2022
The Power of Transfer Learning in Agricultural Applications: AgriNet Zahraa Al Sahili M. Awad 34 20 0 08 Jul 2022
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 415 21,347 0 25 Mar 2021
Presence-Only Geographical Priors for Fine-Grained Image Classification Oisin Mac Aodha Elijah Cole Pietro Perona 66 166 0 12 Jun 2019
Geo-Aware Networks for Fine-Grained Recognition Grace Chu B. Potetz Weijun Wang Andrew G. Howard Yang Song Fernando Brucher Thomas Leung Hartwig Adam ObjD 61 84 0 04 Jun 2019
DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning A. Olsen D. Konovalov B. Philippa P. Ridd Jake Wood ... Owen Kenny J. Whinney Brendan Calvert M. R. Azghadi Ronald D. White 54 381 0 09 Oct 2018
Real-time Semantic Segmentation of Crop and Weed for Precision Agriculture Robots Leveraging Background Knowledge in CNNs Andres Milioto Philipp Lottes C. Stachniss 46 369 0 20 Sep 2017
An Overview of Multi-Task Learning in Deep Neural Networks Sebastian Ruder CVBM 134 2,826 0 15 Jun 2017
Using Deep Learning for Image-Based Plant Disease Detection Sharada Mohanty David P. Hughes M. Salathé 39 3,112 0 11 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.1K 193,426 0 10 Dec 2015